Description Usage Arguments Value See Also
Model building support function for optimCEGO. Should not be called directly.
1 | buildModel(res, distanceFunction, control)
|
distanceFunction |
a suitable distance function of type f(x1,x2), returning a scalar distance value, preferably between 0 and 1. Maximum distances larger 1 are no problem, but may yield scaling bias when different measures are compared. Should be non-negative and symmetric. In case Kriging is chosen, it can also be a list of several distance functions. In this case, MLE is used to determine the most suited distance measure (see the last reference). |
control |
list with options:
|
x |
list of samples in input space |
y |
matrix, column vector of observations for each sample |
a list:
fit
model-fit
fpred
prediction function
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